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The objective of this paper is to study the possibilities of artificial norone networks of usage under the control of mobile robots with command wheel. This is a study that allows us, using artificial noronos controllers, following a previously defined reference trajectory. Inwork we are interested only in two approaches: a reproduction of existing controller and inverse model approach.